The top 5 signaling pathways that were correlated with NT-proBNP included LXR/RXR activation pathway, hepatic fibrosis / hepatic stellate cell activation pathway, DHCR34 signaling pathway, the coagulation system pathway and maturity onset diabetes of young (MODY) signaling. Here, NPPB is linked to type 2 diabetes mellitus.